Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 32200183 |
| Missing cells | 47159106 |
| Missing cells (%) | 7.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.6 GiB |
| Average record size in memory | 153.0 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 7 |
| Boolean | 1 |
| Unsupported | 1 |
game_start_time has a high cardinality: 10524736 distinct values | High cardinality |
map_name has a high cardinality: 10416 distinct values | High cardinality |
player_login has a high cardinality: 270420 distinct values | High cardinality |
game_id is highly correlated with map_id and 1 other fields | High correlation |
game_total_players is highly correlated with player_starting_spot | High correlation |
map_id is highly correlated with game_id | High correlation |
map_width is highly correlated with map_height | High correlation |
map_height is highly correlated with map_width | High correlation |
player_id is highly correlated with game_id | High correlation |
player_starting_spot is highly correlated with game_total_players | High correlation |
before_rating is highly correlated with after_rating | High correlation |
after_rating is highly correlated with before_rating | High correlation |
game_id is highly correlated with map_id and 1 other fields | High correlation |
game_total_players is highly correlated with player_starting_spot | High correlation |
map_id is highly correlated with game_id | High correlation |
map_width is highly correlated with map_height | High correlation |
map_height is highly correlated with map_width | High correlation |
player_id is highly correlated with game_id | High correlation |
player_starting_spot is highly correlated with game_total_players | High correlation |
before_rating is highly correlated with after_rating | High correlation |
after_rating is highly correlated with before_rating | High correlation |
map_width is highly correlated with map_height | High correlation |
map_height is highly correlated with map_width | High correlation |
before_rating is highly correlated with after_rating | High correlation |
after_rating is highly correlated with before_rating | High correlation |
game_id is highly correlated with game_validity and 3 other fields | High correlation |
game_validity is highly correlated with game_id and 2 other fields | High correlation |
game_featuremod_name is highly correlated with game_validity | High correlation |
game_total_players is highly correlated with game_validity and 2 other fields | High correlation |
map_id is highly correlated with game_id and 2 other fields | High correlation |
map_width is highly correlated with map_height | High correlation |
map_height is highly correlated with map_width | High correlation |
player_id is highly correlated with game_id and 1 other fields | High correlation |
player_starting_spot is highly correlated with game_total_players | High correlation |
player_result is highly correlated with game_id and 2 other fields | High correlation |
before_rating is highly correlated with after_rating | High correlation |
after_rating is highly correlated with before_rating | High correlation |
map_id has 2564564 (8.0%) missing values | Missing |
map_name has 2564564 (8.0%) missing values | Missing |
map_width has 2564564 (8.0%) missing values | Missing |
map_height has 2564564 (8.0%) missing values | Missing |
after_rating has 18327390 (56.9%) missing values | Missing |
leaderboard_ids has 18571835 (57.7%) missing values | Missing |
game_duration_minutes is highly skewed (γ1 = 64.35305983) | Skewed |
leaderboard_ids is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
player_team has 623788 (1.9%) zeros | Zeros |
before_rating has 5175780 (16.1%) zeros | Zeros |
Reproduction
| Analysis started | 2022-07-28 01:44:34.918806 |
|---|---|
| Analysis finished | 2022-07-28 02:41:33.737222 |
| Duration | 56 minutes and 58.82 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 10811711 |
|---|---|
| Distinct (%) | 33.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9412086.94 |
| Minimum | 535 |
|---|---|
| Maximum | 17405720 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 245.7 MiB |
Quantile statistics
| Minimum | 535 |
|---|---|
| 5-th percentile | 1180473 |
| Q1 | 5362658 |
| median | 9712520 |
| Q3 | 13652441.5 |
| 95-th percentile | 16644375 |
| Maximum | 17405720 |
| Range | 17405185 |
| Interquartile range (IQR) | 8289783.5 |
Descriptive statistics
| Standard deviation | 4896118.822 |
|---|---|
| Coefficient of variation (CV) | 0.5201948147 |
| Kurtosis | -1.114986037 |
| Mean | 9412086.94 |
| Median Absolute Deviation (MAD) | 4106763 |
| Skewness | -0.1692315475 |
| Sum | 3.030709219 × 1014 |
| Variance | 2.397197952 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12200473 | 22 | < 0.1% |
| 5039109 | 17 | < 0.1% |
| 5048433 | 17 | < 0.1% |
| 5372349 | 17 | < 0.1% |
| 5496354 | 17 | < 0.1% |
| 5037683 | 17 | < 0.1% |
| 5444278 | 17 | < 0.1% |
| 5479980 | 17 | < 0.1% |
| 11552500 | 16 | < 0.1% |
| 12792113 | 16 | < 0.1% |
| Other values (10811701) | 32200010 |
| Value | Count | Frequency (%) |
| 535 | 6 | |
| 536 | 3 | < 0.1% |
| 547 | 4 | < 0.1% |
| 549 | 2 | < 0.1% |
| 552 | 2 | < 0.1% |
| 555 | 6 | |
| 557 | 6 | |
| 562 | 12 | |
| 569 | 6 | |
| 573 | 6 |
| Value | Count | Frequency (%) |
| 17405720 | 1 | < 0.1% |
| 17405714 | 1 | < 0.1% |
| 17405713 | 1 | < 0.1% |
| 17405712 | 1 | < 0.1% |
| 17405711 | 1 | < 0.1% |
| 17405709 | 1 | < 0.1% |
| 17405708 | 1 | < 0.1% |
| 17405707 | 3 | |
| 17405706 | 1 | < 0.1% |
| 17405704 | 1 | < 0.1% |
| Distinct | 10524736 |
|---|---|
| Distinct (%) | 32.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 245.7 MiB |
| 2017-05-10 20:15:44 UTC | 15623 |
|---|---|
| 2020-02-16 20:35:55 UTC | 35 |
| 2021-09-18 17:18:55 UTC | 34 |
| 2021-10-07 21:32:19 UTC | 34 |
| 2021-10-03 17:48:34 UTC | 32 |
| Other values (10524731) |
Length
| Max length | 23 |
|---|---|
| Median length | 23 |
| Mean length | 23 |
| Min length | 23 |
Characters and Unicode
| Total characters | 740604209 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 4211311 ? |
|---|---|
| Unique (%) | 13.1% |
Sample
| 1st row | 2022-06-30 23:59:58 UTC |
|---|---|
| 2nd row | 2022-06-30 23:59:44 UTC |
| 3rd row | 2022-06-30 23:58:34 UTC |
| 4th row | 2022-06-30 23:58:34 UTC |
| 5th row | 2022-06-30 23:58:34 UTC |
Common Values
| Value | Count | Frequency (%) |
| 2017-05-10 20:15:44 UTC | 15623 | < 0.1% |
| 2020-02-16 20:35:55 UTC | 35 | < 0.1% |
| 2021-09-18 17:18:55 UTC | 34 | < 0.1% |
| 2021-10-07 21:32:19 UTC | 34 | < 0.1% |
| 2021-10-03 17:48:34 UTC | 32 | < 0.1% |
| 2021-10-20 19:10:50 UTC | 32 | < 0.1% |
| 2022-05-11 18:10:39 UTC | 32 | < 0.1% |
| 2020-11-19 20:03:42 UTC | 32 | < 0.1% |
| 2020-08-23 17:10:04 UTC | 31 | < 0.1% |
| 2021-10-20 19:43:37 UTC | 31 | < 0.1% |
| Other values (10524726) | 32184267 |
Length
| Value | Count | Frequency (%) |
| utc | 32200183 | |
| 2020-11-21 | 23223 | < 0.1% |
| 2020-11-22 | 23175 | < 0.1% |
| 2022-04-10 | 22887 | < 0.1% |
| 2020-12-05 | 22639 | < 0.1% |
| 2020-12-06 | 22634 | < 0.1% |
| 2020-11-14 | 22597 | < 0.1% |
| 2020-11-29 | 22168 | < 0.1% |
| 2020-11-28 | 22125 | < 0.1% |
| 2020-11-07 | 21945 | < 0.1% |
| Other values (90172) | 64196973 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 106976755 | |
| 2 | 97269828 | |
| 1 | 89292916 | |
| - | 64400366 | |
| 64400366 | ||
| : | 64400366 | |
| U | 32200183 | 4.3% |
| T | 32200183 | 4.3% |
| C | 32200183 | 4.3% |
| 3 | 29990460 | 4.0% |
| Other values (6) | 127272603 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 450802562 | |
| Uppercase Letter | 96600549 | 13.0% |
| Dash Punctuation | 64400366 | 8.7% |
| Space Separator | 64400366 | 8.7% |
| Other Punctuation | 64400366 | 8.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 106976755 | |
| 2 | 97269828 | |
| 1 | 89292916 | |
| 3 | 29990460 | 6.7% |
| 5 | 27588247 | 6.1% |
| 4 | 27422888 | 6.1% |
| 8 | 18763496 | 4.2% |
| 9 | 18719237 | 4.2% |
| 7 | 17671426 | 3.9% |
| 6 | 17107309 | 3.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 32200183 | |
| T | 32200183 | |
| C | 32200183 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 64400366 |
Space Separator
| Value | Count | Frequency (%) |
| 64400366 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 64400366 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 644003660 | |
| Latin | 96600549 | 13.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 106976755 | |
| 2 | 97269828 | |
| 1 | 89292916 | |
| - | 64400366 | |
| 64400366 | ||
| : | 64400366 | |
| 3 | 29990460 | 4.7% |
| 5 | 27588247 | 4.3% |
| 4 | 27422888 | 4.3% |
| 8 | 18763496 | 2.9% |
| Other values (3) | 53497972 |
Latin
| Value | Count | Frequency (%) |
| U | 32200183 | |
| T | 32200183 | |
| C | 32200183 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 740604209 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 106976755 | |
| 2 | 97269828 | |
| 1 | 89292916 | |
| - | 64400366 | |
| 64400366 | ||
| : | 64400366 | |
| U | 32200183 | 4.3% |
| T | 32200183 | 4.3% |
| C | 32200183 | 4.3% |
| 3 | 29990460 | 4.0% |
| Other values (6) | 127272603 |
| Distinct | 13189 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1068 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.66520399 |
| Minimum | 0 |
|---|---|
| Maximum | 29847.3 |
| Zeros | 8929 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 245.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.4 |
| Q1 | 15.7 |
| median | 34.6 |
| Q3 | 55.9 |
| 95-th percentile | 101.2 |
| Maximum | 29847.3 |
| Range | 29847.3 |
| Interquartile range (IQR) | 40.2 |
Descriptive statistics
| Standard deviation | 56.67939479 |
|---|---|
| Coefficient of variation (CV) | 1.360353229 |
| Kurtosis | 17060.16284 |
| Mean | 41.66520399 |
| Median Absolute Deviation (MAD) | 19.9 |
| Skewness | 64.35305983 |
| Sum | 1341582695 |
| Variance | 3212.553793 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 292520 | 0.9% |
| 0.8 | 133663 | 0.4% |
| 0.5 | 132339 | 0.4% |
| 0.6 | 128726 | 0.4% |
| 1.1 | 122848 | 0.4% |
| 0.7 | 121665 | 0.4% |
| 1.4 | 110410 | 0.3% |
| 0.9 | 109132 | 0.3% |
| 1.6 | 104567 | 0.3% |
| 1.9 | 100897 | 0.3% |
| Other values (13179) | 30842348 |
| Value | Count | Frequency (%) |
| 0 | 8929 | < 0.1% |
| 0.1 | 292520 | |
| 0.2 | 20218 | 0.1% |
| 0.3 | 78961 | 0.2% |
| 0.4 | 94161 | 0.3% |
| 0.5 | 132339 | |
| 0.6 | 128726 | |
| 0.7 | 121665 | |
| 0.8 | 133663 | |
| 0.9 | 109132 | 0.3% |
| Value | Count | Frequency (%) |
| 29847.3 | 1 | < 0.1% |
| 25822.2 | 1 | < 0.1% |
| 24102.8 | 8 | |
| 20199.3 | 1 | < 0.1% |
| 20100.2 | 1 | < 0.1% |
| 16667 | 1 | < 0.1% |
| 14541.2 | 1 | < 0.1% |
| 14539.2 | 1 | < 0.1% |
| 12975.5 | 12 | |
| 11954.3 | 1 | < 0.1% |
| Distinct | 23 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 245.7 MiB |
| VALID | |
|---|---|
| TOO_MANY_DESYNCS | |
| UNKNOWN_RESULT | |
| BAD_MOD | |
| TOO_SHORT | |
| Other values (18) |
Length
| Max length | 23 |
|---|---|
| Median length | 21 |
| Mean length | 9.485424601 |
| Min length | 5 |
Characters and Unicode
| Total characters | 305432408 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | UNKNOWN_RESULT |
|---|---|
| 2nd row | COOP_NOT_RANKED |
| 3rd row | VALID |
| 4th row | VALID |
| 5th row | VALID |
Common Values
| Value | Count | Frequency (%) |
| VALID | 14589108 | |
| TOO_MANY_DESYNCS | 3255349 | 10.1% |
| UNKNOWN_RESULT | 2738617 | 8.5% |
| BAD_MOD | 2502835 | 7.8% |
| TOO_SHORT | 1682861 | 5.2% |
| BAD_UNIT_RESTRICTIONS | 1415966 | 4.4% |
| HAS_AI | 1327815 | 4.1% |
| SINGLE_PLAYER | 1007129 | 3.1% |
| UNEVEN_TEAMS_NOT_RANKED | 892808 | 2.8% |
| BAD_MAP | 718731 | 2.2% |
| Other values (13) | 2068964 | 6.4% |
Length
| Value | Count | Frequency (%) |
| valid | 14589108 | |
| too_many_desyncs | 3255349 | 10.1% |
| unknown_result | 2738617 | 8.5% |
| bad_mod | 2502835 | 7.8% |
| too_short | 1682861 | 5.2% |
| bad_unit_restrictions | 1415966 | 4.4% |
| has_ai | 1327815 | 4.1% |
| single_player | 1007129 | 3.1% |
| uneven_teams_not_ranked | 892808 | 2.8% |
| bad_map | 718731 | 2.2% |
| Other values (13) | 2068964 | 6.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 31178518 | 10.2% |
| D | 27826304 | 9.1% |
| N | 25856667 | 8.5% |
| _ | 25463095 | 8.3% |
| I | 22766781 | 7.5% |
| O | 22354437 | 7.3% |
| L | 20332707 | 6.7% |
| T | 17733311 | 5.8% |
| S | 17594817 | 5.8% |
| V | 15825827 | 5.2% |
| Other values (14) | 78499944 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 279969313 | |
| Connector Punctuation | 25463095 | 8.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 31178518 | |
| D | 27826304 | |
| N | 25856667 | |
| I | 22766781 | 8.1% |
| O | 22354437 | 8.0% |
| L | 20332707 | 7.3% |
| T | 17733311 | 6.3% |
| S | 17594817 | 6.3% |
| V | 15825827 | 5.7% |
| E | 15533957 | 5.5% |
| Other values (13) | 62965987 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 25463095 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 279969313 | |
| Common | 25463095 | 8.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 31178518 | |
| D | 27826304 | |
| N | 25856667 | |
| I | 22766781 | 8.1% |
| O | 22354437 | 8.0% |
| L | 20332707 | 7.3% |
| T | 17733311 | 6.3% |
| S | 17594817 | 6.3% |
| V | 15825827 | 5.7% |
| E | 15533957 | 5.5% |
| Other values (13) | 62965987 |
Common
| Value | Count | Frequency (%) |
| _ | 25463095 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 305432408 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 31178518 | 10.2% |
| D | 27826304 | 9.1% |
| N | 25856667 | 8.5% |
| _ | 25463095 | 8.3% |
| I | 22766781 | 7.5% |
| O | 22354437 | 7.3% |
| L | 20332707 | 6.7% |
| T | 17733311 | 5.8% |
| S | 17594817 | 5.8% |
| V | 15825827 | 5.2% |
| Other values (14) | 78499944 |
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 245.7 MiB |
| FAF | |
|---|---|
| Ladder1v1 | 2286435 |
| Coop | 1897527 |
| Nomads | 552158 |
| Phantom-X | 353433 |
| Other values (10) | 784298 |
Length
| Max length | 16 |
|---|---|
| Median length | 3 |
| Mean length | 3.830369349 |
| Min length | 3 |
Characters and Unicode
| Total characters | 123338594 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | FAF |
|---|---|
| 2nd row | Coop |
| 3rd row | FAF |
| 4th row | FAF |
| 5th row | FAF |
Common Values
| Value | Count | Frequency (%) |
| FAF | 26326332 | |
| Ladder1v1 | 2286435 | 7.1% |
| Coop | 1897527 | 5.9% |
| Nomads | 552158 | 1.7% |
| Phantom-X | 353433 | 1.1% |
| Xtreme Wars | 348758 | 1.1% |
| FAF Beta Balance | 202126 | 0.6% |
| FAF Develop | 87119 | 0.3% |
| Equilibrium | 47860 | 0.1% |
| Murder Party | 33760 | 0.1% |
| Other values (5) | 64675 | 0.2% |
Length
| Value | Count | Frequency (%) |
| faf | 26615577 | |
| ladder1v1 | 2286435 | 6.9% |
| coop | 1897527 | 5.7% |
| nomads | 552158 | 1.7% |
| phantom-x | 353433 | 1.1% |
| xtreme | 348758 | 1.1% |
| wars | 348758 | 1.1% |
| beta | 202126 | 0.6% |
| balance | 202126 | 0.6% |
| develop | 87119 | 0.3% |
| Other values (11) | 217795 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 53231154 | |
| A | 26637034 | |
| d | 5161480 | 4.2% |
| o | 4852048 | 3.9% |
| 1 | 4572870 | 3.7% |
| a | 4260963 | 3.5% |
| e | 3608781 | 2.9% |
| r | 3179054 | 2.6% |
| v | 2373554 | 1.9% |
| L | 2307892 | 1.9% |
| Other values (30) | 13153764 | 10.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 86714153 | |
| Lowercase Letter | 30786509 | 25.0% |
| Decimal Number | 4572870 | 3.7% |
| Space Separator | 911629 | 0.7% |
| Dash Punctuation | 353433 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 5161480 | |
| o | 4852048 | |
| a | 4260963 | |
| e | 3608781 | |
| r | 3179054 | |
| v | 2373554 | |
| p | 2009152 | 6.5% |
| m | 1304901 | 4.2% |
| t | 975163 | 3.2% |
| s | 946879 | 3.1% |
| Other values (12) | 2114534 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 53231154 | |
| A | 26637034 | |
| L | 2307892 | 2.7% |
| C | 1922033 | 2.2% |
| X | 702191 | 0.8% |
| N | 552158 | 0.6% |
| B | 425709 | 0.5% |
| P | 387193 | 0.4% |
| W | 348758 | 0.4% |
| D | 89811 | 0.1% |
| Other values (5) | 110220 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4572870 |
Space Separator
| Value | Count | Frequency (%) |
| 911629 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 353433 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 117500662 | |
| Common | 5837932 | 4.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| F | 53231154 | |
| A | 26637034 | |
| d | 5161480 | 4.4% |
| o | 4852048 | 4.1% |
| a | 4260963 | 3.6% |
| e | 3608781 | 3.1% |
| r | 3179054 | 2.7% |
| v | 2373554 | 2.0% |
| L | 2307892 | 2.0% |
| p | 2009152 | 1.7% |
| Other values (27) | 9879550 | 8.4% |
Common
| Value | Count | Frequency (%) |
| 1 | 4572870 | |
| 911629 | 15.6% | |
| - | 353433 | 6.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 123338594 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| F | 53231154 | |
| A | 26637034 | |
| d | 5161480 | 4.2% |
| o | 4852048 | 3.9% |
| 1 | 4572870 | 3.7% |
| a | 4260963 | 3.5% |
| e | 3608781 | 2.9% |
| r | 3179054 | 2.6% |
| v | 2373554 | 1.9% |
| L | 2307892 | 1.9% |
| Other values (30) | 13153764 | 10.7% |
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.9791081 |
| Minimum | 1 |
|---|---|
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 245.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 12 |
| Maximum | 22 |
| Range | 21 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.045415817 |
|---|---|
| Coefficient of variation (CV) | 0.676591851 |
| Kurtosis | -1.233475966 |
| Mean | 5.9791081 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.3124295499 |
| Sum | 192528375 |
| Variance | 16.36538913 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 6709296 | |
| 2 | 6424048 | |
| 12 | 5615220 | |
| 1 | 4454367 | |
| 4 | 2324252 | 7.2% |
| 6 | 2302668 | 7.2% |
| 3 | 1736388 | 5.4% |
| 10 | 1606660 | 5.0% |
| 5 | 355425 | 1.1% |
| 16 | 210592 | 0.7% |
| Other values (8) | 461267 | 1.4% |
| Value | Count | Frequency (%) |
| 1 | 4454367 | |
| 2 | 6424048 | |
| 3 | 1736388 | 5.4% |
| 4 | 2324252 | 7.2% |
| 5 | 355425 | 1.1% |
| 6 | 2302668 | 7.2% |
| 7 | 183337 | 0.6% |
| 8 | 6709296 | |
| 9 | 84348 | 0.3% |
| 10 | 1606660 | 5.0% |
| Value | Count | Frequency (%) |
| 22 | 22 | < 0.1% |
| 17 | 119 | < 0.1% |
| 16 | 210592 | 0.7% |
| 15 | 8880 | < 0.1% |
| 14 | 136710 | 0.4% |
| 13 | 7514 | < 0.1% |
| 12 | 5615220 | |
| 11 | 40337 | 0.1% |
| 10 | 1606660 | 5.0% |
| 9 | 84348 | 0.3% |
| Distinct | 19024 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 2564564 |
| Missing (%) | 8.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5935.585321 |
| Minimum | 1 |
|---|---|
| Maximum | 22655 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 245.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 156 |
| Q1 | 566 |
| median | 4704 |
| Q3 | 8972 |
| 95-th percentile | 17709 |
| Maximum | 22655 |
| Range | 22654 |
| Interquartile range (IQR) | 8406 |
Descriptive statistics
| Standard deviation | 5856.162519 |
|---|---|
| Coefficient of variation (CV) | 0.9866192132 |
| Kurtosis | 0.03161374621 |
| Mean | 5935.585321 |
| Median Absolute Deviation (MAD) | 4138 |
| Skewness | 0.9641361308 |
| Sum | 1.759047451 × 1011 |
| Variance | 34294639.45 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 560 | 2615634 | 8.1% |
| 15545 | 1135800 | 3.5% |
| 246 | 920487 | 2.9% |
| 3658 | 832120 | 2.6% |
| 3660 | 737759 | 2.3% |
| 21131 | 690359 | 2.1% |
| 10061 | 668616 | 2.1% |
| 566 | 448505 | 1.4% |
| 9698 | 400403 | 1.2% |
| 558 | 305865 | 0.9% |
| Other values (19014) | 20880071 | |
| (Missing) | 2564564 | 8.0% |
| Value | Count | Frequency (%) |
| 1 | 13813 | < 0.1% |
| 2 | 10393 | < 0.1% |
| 3 | 405 | < 0.1% |
| 4 | 6620 | < 0.1% |
| 5 | 105276 | |
| 6 | 295 | < 0.1% |
| 7 | 2967 | < 0.1% |
| 8 | 75604 | |
| 9 | 5096 | < 0.1% |
| 11 | 121 | < 0.1% |
| Value | Count | Frequency (%) |
| 22655 | 2 | < 0.1% |
| 22654 | 9 | < 0.1% |
| 22653 | 1 | < 0.1% |
| 22652 | 6 | < 0.1% |
| 22651 | 1 | < 0.1% |
| 22647 | 9 | < 0.1% |
| 22643 | 19 | < 0.1% |
| 22642 | 10 | < 0.1% |
| 22641 | 12 | < 0.1% |
| 22640 | 194 |
| Distinct | 10416 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2564564 |
| Missing (%) | 8.0% |
| Memory size | 245.7 MiB |
| Seton's Clutch | |
|---|---|
| DualGap Adaptive | 2006053 |
| gap of rohan | 920487 |
| DualGap_fix_adaptive | 883097 |
| Astro Crater Battles | 832120 |
| Other values (10411) |
Length
| Max length | 84 |
|---|---|
| Median length | 49 |
| Mean length | 17.39278501 |
| Min length | 1 |
Characters and Unicode
| Total characters | 515445950 |
|---|---|
| Distinct characters | 84 |
| Distinct categories | 12 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 177 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Hold the line |
|---|---|
| 2nd row | Desert Gap |
| 3rd row | Desert Gap |
| 4th row | Desert Gap |
| 5th row | Desert Gap |
Common Values
| Value | Count | Frequency (%) |
| Seton's Clutch | 2617077 | 8.1% |
| DualGap Adaptive | 2006053 | 6.2% |
| gap of rohan | 920487 | 2.9% |
| DualGap_fix_adaptive | 883097 | 2.7% |
| Astro Crater Battles | 832120 | 2.6% |
| Astro Crater Battles 4x4 v2 | 754646 | 2.3% |
| Fields of Isis | 448505 | 1.4% |
| Astro Crater Battles 4x4 rich_v2 | 400403 | 1.2% |
| Open Palms | 305865 | 0.9% |
| Twin Rivers | 293313 | 0.9% |
| Other values (10406) | 20174053 | |
| (Missing) | 2564564 | 8.0% |
Length
| Value | Count | Frequency (%) |
| crater | 3180320 | 3.9% |
| astro | 3146680 | 3.8% |
| adaptive | 2885258 | 3.5% |
| battles | 2850698 | 3.5% |
| clutch | 2841900 | 3.5% |
| of | 2835426 | 3.5% |
| seton's | 2654494 | 3.2% |
| dualgap | 2225553 | 2.7% |
| gap | 2102836 | 2.6% |
| 4x4 | 1776719 | 2.2% |
| Other values (7254) | 55241004 |
Most occurring characters
| Value | Count | Frequency (%) |
| 52382117 | 10.2% | |
| a | 44768237 | 8.7% |
| e | 35489075 | 6.9% |
| t | 33157370 | 6.4% |
| s | 26851623 | 5.2% |
| o | 25505555 | 4.9% |
| r | 25399317 | 4.9% |
| l | 23304820 | 4.5% |
| i | 22016034 | 4.3% |
| n | 18719516 | 3.6% |
| Other values (74) | 207852286 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 354596443 | |
| Uppercase Letter | 72803204 | 14.1% |
| Space Separator | 52382117 | 10.2% |
| Decimal Number | 23000960 | 4.5% |
| Connector Punctuation | 7023418 | 1.4% |
| Other Punctuation | 4529251 | 0.9% |
| Dash Punctuation | 998338 | 0.2% |
| Open Punctuation | 53152 | < 0.1% |
| Close Punctuation | 52968 | < 0.1% |
| Math Symbol | 5876 | < 0.1% |
| Other values (2) | 223 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 44768237 | |
| e | 35489075 | |
| t | 33157370 | 9.4% |
| s | 26851623 | 7.6% |
| o | 25505555 | 7.2% |
| r | 25399317 | 7.2% |
| l | 23304820 | 6.6% |
| i | 22016034 | 6.2% |
| n | 18719516 | 5.3% |
| v | 15832110 | 4.5% |
| Other values (16) | 83552786 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 8514460 | |
| C | 8398273 | |
| S | 6850281 | |
| D | 6142574 | 8.4% |
| G | 5328186 | 7.3% |
| B | 5236233 | 7.2% |
| P | 5004666 | 6.9% |
| F | 3802549 | 5.2% |
| T | 3663782 | 5.0% |
| R | 3524706 | 4.8% |
| Other values (16) | 16337494 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 5938207 | |
| 2 | 4459873 | |
| 1 | 3235239 | |
| 5 | 3123757 | |
| 0 | 2359533 | 10.3% |
| 3 | 1893312 | 8.2% |
| 6 | 1094216 | 4.8% |
| 8 | 419973 | 1.8% |
| 7 | 329065 | 1.4% |
| 9 | 147785 | 0.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 3313931 | |
| . | 1102756 | 24.3% |
| & | 56403 | 1.2% |
| ! | 32059 | 0.7% |
| , | 12464 | 0.3% |
| ; | 10390 | 0.2% |
| \ | 1151 | < 0.1% |
| : | 96 | < 0.1% |
| / | 1 | < 0.1% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 3648 | |
| > | 1097 | 18.7% |
| < | 1097 | 18.7% |
| | | 34 | 0.6% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 46052 | |
| [ | 7100 | 13.4% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 45868 | |
| ] | 7100 | 13.4% |
Space Separator
| Value | Count | Frequency (%) |
| 52382117 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 7023418 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 998338 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 195 |
Control
| Value | Count | Frequency (%) |
| 28 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 427399647 | |
| Common | 88046303 | 17.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 44768237 | 10.5% |
| e | 35489075 | 8.3% |
| t | 33157370 | 7.8% |
| s | 26851623 | 6.3% |
| o | 25505555 | 6.0% |
| r | 25399317 | 5.9% |
| l | 23304820 | 5.5% |
| i | 22016034 | 5.2% |
| n | 18719516 | 4.4% |
| v | 15832110 | 3.7% |
| Other values (42) | 156355990 |
Common
| Value | Count | Frequency (%) |
| 52382117 | ||
| _ | 7023418 | 8.0% |
| 4 | 5938207 | 6.7% |
| 2 | 4459873 | 5.1% |
| ' | 3313931 | 3.8% |
| 1 | 3235239 | 3.7% |
| 5 | 3123757 | 3.5% |
| 0 | 2359533 | 2.7% |
| 3 | 1893312 | 2.2% |
| . | 1102756 | 1.3% |
| Other values (22) | 3214160 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 515445950 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 52382117 | 10.2% | |
| a | 44768237 | 8.7% |
| e | 35489075 | 6.9% |
| t | 33157370 | 6.4% |
| s | 26851623 | 5.2% |
| o | 25505555 | 4.9% |
| r | 25399317 | 4.9% |
| l | 23304820 | 4.5% |
| i | 22016034 | 4.3% |
| n | 18719516 | 3.6% |
| Other values (74) | 207852286 |
map_width
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2564564 |
| Missing (%) | 8.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 749.9935907 |
| Minimum | 10 |
|---|---|
| Maximum | 4096 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 245.7 MiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 256 |
| Q1 | 512 |
| median | 512 |
| Q3 | 1024 |
| 95-th percentile | 1024 |
| Maximum | 4096 |
| Range | 4086 |
| Interquartile range (IQR) | 512 |
Descriptive statistics
| Standard deviation | 455.0894438 |
|---|---|
| Coefficient of variation (CV) | 0.6067911106 |
| Kurtosis | 23.7068909 |
| Mean | 749.9935907 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.847492419 |
| Sum | 2.222652431 × 1010 |
| Variance | 207106.4019 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 512 | 15899183 | |
| 1024 | 10953376 | |
| 256 | 1858802 | 5.8% |
| 2048 | 660228 | 2.1% |
| 4096 | 254095 | 0.8% |
| 128 | 7459 | < 0.1% |
| 64 | 2457 | < 0.1% |
| 10 | 17 | < 0.1% |
| 20 | 2 | < 0.1% |
| (Missing) | 2564564 | 8.0% |
| Value | Count | Frequency (%) |
| 10 | 17 | < 0.1% |
| 20 | 2 | < 0.1% |
| 64 | 2457 | < 0.1% |
| 128 | 7459 | < 0.1% |
| 256 | 1858802 | 5.8% |
| 512 | 15899183 | |
| 1024 | 10953376 | |
| 2048 | 660228 | 2.1% |
| 4096 | 254095 | 0.8% |
| Value | Count | Frequency (%) |
| 4096 | 254095 | 0.8% |
| 2048 | 660228 | 2.1% |
| 1024 | 10953376 | |
| 512 | 15899183 | |
| 256 | 1858802 | 5.8% |
| 128 | 7459 | < 0.1% |
| 64 | 2457 | < 0.1% |
| 20 | 2 | < 0.1% |
| 10 | 17 | < 0.1% |
map_height
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2564564 |
| Missing (%) | 8.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 747.4014564 |
| Minimum | 10 |
|---|---|
| Maximum | 4096 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 245.7 MiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 256 |
| Q1 | 512 |
| median | 512 |
| Q3 | 1024 |
| 95-th percentile | 1024 |
| Maximum | 4096 |
| Range | 4086 |
| Interquartile range (IQR) | 512 |
Descriptive statistics
| Standard deviation | 454.1259459 |
|---|---|
| Coefficient of variation (CV) | 0.6076064503 |
| Kurtosis | 23.86034892 |
| Mean | 747.4014564 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.859458393 |
| Sum | 2.21497048 × 1010 |
| Variance | 206230.3747 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 512 | 15965512 | |
| 1024 | 10861671 | |
| 256 | 1892465 | 5.9% |
| 2048 | 650577 | 2.0% |
| 4096 | 252667 | 0.8% |
| 64 | 6615 | < 0.1% |
| 128 | 5982 | < 0.1% |
| 400 | 109 | < 0.1% |
| 10 | 17 | < 0.1% |
| 960 | 2 | < 0.1% |
| (Missing) | 2564564 | 8.0% |
| Value | Count | Frequency (%) |
| 10 | 17 | < 0.1% |
| 20 | 2 | < 0.1% |
| 64 | 6615 | < 0.1% |
| 128 | 5982 | < 0.1% |
| 256 | 1892465 | 5.9% |
| 400 | 109 | < 0.1% |
| 512 | 15965512 | |
| 960 | 2 | < 0.1% |
| 1024 | 10861671 | |
| 2048 | 650577 | 2.0% |
| Value | Count | Frequency (%) |
| 4096 | 252667 | 0.8% |
| 2048 | 650577 | 2.0% |
| 1024 | 10861671 | |
| 960 | 2 | < 0.1% |
| 512 | 15965512 | |
| 400 | 109 | < 0.1% |
| 256 | 1892465 | 5.9% |
| 128 | 5982 | < 0.1% |
| 64 | 6615 | < 0.1% |
| 20 | 2 | < 0.1% |
| Distinct | 270421 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 191303.4255 |
| Minimum | 5 |
|---|---|
| Maximum | 449760 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 245.7 MiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 14746 |
| Q1 | 76850 |
| median | 186952 |
| Q3 | 298017 |
| 95-th percentile | 399806 |
| Maximum | 449760 |
| Range | 449755 |
| Interquartile range (IQR) | 221167 |
Descriptive statistics
| Standard deviation | 126030.3201 |
|---|---|
| Coefficient of variation (CV) | 0.6587980313 |
| Kurtosis | -1.14843654 |
| Mean | 191303.4255 |
| Median Absolute Deviation (MAD) | 110479 |
| Skewness | 0.1976396293 |
| Sum | 6.160005311 × 1012 |
| Variance | 1.588364159 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 116558 | 23601 | 0.1% |
| 65327 | 19063 | 0.1% |
| 22745 | 17156 | 0.1% |
| 50679 | 17073 | 0.1% |
| 361 | 16290 | 0.1% |
| 14492 | 15002 | < 0.1% |
| 73532 | 14357 | < 0.1% |
| 34434 | 14019 | < 0.1% |
| 21234 | 13236 | < 0.1% |
| 2642 | 13171 | < 0.1% |
| Other values (270411) | 32037215 |
| Value | Count | Frequency (%) |
| 5 | 625 | < 0.1% |
| 6 | 187 | < 0.1% |
| 7 | 7 | < 0.1% |
| 9 | 33 | < 0.1% |
| 10 | 26 | < 0.1% |
| 20 | 1 | < 0.1% |
| 22 | 1263 | < 0.1% |
| 23 | 3452 | |
| 24 | 4854 | |
| 25 | 56 | < 0.1% |
| Value | Count | Frequency (%) |
| 449760 | 1 | < 0.1% |
| 449758 | 2 | |
| 449756 | 1 | < 0.1% |
| 449755 | 1 | < 0.1% |
| 449754 | 1 | < 0.1% |
| 449753 | 1 | < 0.1% |
| 449752 | 1 | < 0.1% |
| 449749 | 1 | < 0.1% |
| 449747 | 2 | |
| 449744 | 3 |
| Distinct | 270420 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 557 |
| Missing (%) | < 0.1% |
| Memory size | 245.7 MiB |
| coca | 23601 |
|---|---|
| Photon | 19063 |
| Chosen | 17156 |
| DDDX | 17073 |
| Warner-Valholl | 16290 |
| Other values (270415) |
Length
| Max length | 20 |
|---|---|
| Median length | 17 |
| Mean length | 8.650968803 |
| Min length | 1 |
Characters and Unicode
| Total characters | 278557960 |
|---|---|
| Distinct characters | 66 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 27753 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Walgreens |
|---|---|
| 2nd row | Starcruiser |
| 3rd row | ourubapu |
| 4th row | Enzord_Rocka |
| 5th row | Defiant |
Common Values
| Value | Count | Frequency (%) |
| coca | 23601 | 0.1% |
| Photon | 19063 | 0.1% |
| Chosen | 17156 | 0.1% |
| DDDX | 17073 | 0.1% |
| Warner-Valholl | 16290 | 0.1% |
| alexanderberlin | 15002 | < 0.1% |
| K240 | 14357 | < 0.1% |
| HighLander-TX | 14019 | < 0.1% |
| dardan | 13236 | < 0.1% |
| nemir | 13171 | < 0.1% |
| Other values (270410) | 32036658 |
Length
| Value | Count | Frequency (%) |
| coca | 23601 | 0.1% |
| photon | 19063 | 0.1% |
| chosen | 17156 | 0.1% |
| dddx | 17073 | 0.1% |
| warner-valholl | 16290 | 0.1% |
| alexanderberlin | 15002 | < 0.1% |
| k240 | 14357 | < 0.1% |
| highlander-tx | 14019 | < 0.1% |
| dardan | 13236 | < 0.1% |
| nemir | 13171 | < 0.1% |
| Other values (269293) | 32041332 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 22075532 | 7.9% |
| e | 22061727 | 7.9% |
| o | 17886907 | 6.4% |
| r | 17515944 | 6.3% |
| i | 15684231 | 5.6% |
| n | 14090013 | 5.1% |
| t | 11158434 | 4.0% |
| l | 11034672 | 4.0% |
| s | 10550598 | 3.8% |
| u | 7474469 | 2.7% |
| Other values (56) | 129025433 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 210405473 | |
| Uppercase Letter | 47656981 | 17.1% |
| Decimal Number | 15404767 | 5.5% |
| Connector Punctuation | 4135947 | 1.5% |
| Dash Punctuation | 949941 | 0.3% |
| Space Separator | 4674 | < 0.1% |
| Other Punctuation | 177 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 22075532 | 10.5% |
| e | 22061727 | 10.5% |
| o | 17886907 | 8.5% |
| r | 17515944 | 8.3% |
| i | 15684231 | 7.5% |
| n | 14090013 | 6.7% |
| t | 11158434 | 5.3% |
| l | 11034672 | 5.2% |
| s | 10550598 | 5.0% |
| u | 7474469 | 3.6% |
| Other values (16) | 60872946 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 4267631 | 9.0% |
| A | 3303587 | 6.9% |
| M | 3055686 | 6.4% |
| T | 2906101 | 6.1% |
| D | 2858187 | 6.0% |
| R | 2511761 | 5.3% |
| B | 2500258 | 5.2% |
| C | 2439644 | 5.1% |
| N | 2106631 | 4.4% |
| P | 2027852 | 4.3% |
| Other values (16) | 19679643 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2821892 | |
| 0 | 2351878 | |
| 2 | 2001556 | |
| 3 | 1574562 | |
| 4 | 1285602 | |
| 9 | 1258431 | |
| 7 | 1183640 | |
| 8 | 1012914 | 6.6% |
| 5 | 1002128 | 6.5% |
| 6 | 912164 | 5.9% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 4135947 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 949941 |
Space Separator
| Value | Count | Frequency (%) |
| 4674 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 177 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 258062454 | |
| Common | 20495506 | 7.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 22075532 | 8.6% |
| e | 22061727 | 8.5% |
| o | 17886907 | 6.9% |
| r | 17515944 | 6.8% |
| i | 15684231 | 6.1% |
| n | 14090013 | 5.5% |
| t | 11158434 | 4.3% |
| l | 11034672 | 4.3% |
| s | 10550598 | 4.1% |
| u | 7474469 | 2.9% |
| Other values (42) | 108529927 |
Common
| Value | Count | Frequency (%) |
| _ | 4135947 | |
| 1 | 2821892 | |
| 0 | 2351878 | |
| 2 | 2001556 | |
| 3 | 1574562 | 7.7% |
| 4 | 1285602 | 6.3% |
| 9 | 1258431 | 6.1% |
| 7 | 1183640 | 5.8% |
| 8 | 1012914 | 4.9% |
| 5 | 1002128 | 4.9% |
| Other values (4) | 1866956 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 278557960 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 22075532 | 7.9% |
| e | 22061727 | 7.9% |
| o | 17886907 | 6.4% |
| r | 17515944 | 6.3% |
| i | 15684231 | 5.6% |
| n | 14090013 | 5.1% |
| t | 11158434 | 4.0% |
| l | 11034672 | 4.0% |
| s | 10550598 | 3.8% |
| u | 7474469 | 2.7% |
| Other values (56) | 129025433 |
player_faction
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 245.7 MiB |
| UEF | |
|---|---|
| Cybran | |
| Aeon | |
| Seraphim | |
| Other |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 4.85047085 |
| Min length | 3 |
Characters and Unicode
| Total characters | 156186049 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | UEF |
|---|---|
| 2nd row | Cybran |
| 3rd row | UEF |
| 4th row | UEF |
| 5th row | UEF |
Common Values
| Value | Count | Frequency (%) |
| UEF | 10865422 | |
| Cybran | 9133088 | |
| Aeon | 5710582 | |
| Seraphim | 4497824 | |
| Other | 1993267 | 6.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| uef | 10865422 | |
| cybran | 9133088 | |
| aeon | 5710582 | |
| seraphim | 4497824 | |
| other | 1993267 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 15624179 | 10.0% |
| n | 14843670 | 9.5% |
| a | 13630912 | 8.7% |
| e | 12201673 | 7.8% |
| U | 10865422 | 7.0% |
| F | 10865422 | 7.0% |
| E | 10865422 | 7.0% |
| C | 9133088 | 5.8% |
| y | 9133088 | 5.8% |
| b | 9133088 | 5.8% |
| Other values (9) | 39890085 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 102255022 | |
| Uppercase Letter | 53931027 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 15624179 | |
| n | 14843670 | |
| a | 13630912 | |
| e | 12201673 | |
| y | 9133088 | |
| b | 9133088 | |
| h | 6491091 | |
| o | 5710582 | 5.6% |
| p | 4497824 | 4.4% |
| i | 4497824 | 4.4% |
| Other values (2) | 6491091 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 10865422 | |
| F | 10865422 | |
| E | 10865422 | |
| C | 9133088 | |
| A | 5710582 | |
| S | 4497824 | |
| O | 1993267 | 3.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 156186049 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 15624179 | 10.0% |
| n | 14843670 | 9.5% |
| a | 13630912 | 8.7% |
| e | 12201673 | 7.8% |
| U | 10865422 | 7.0% |
| F | 10865422 | 7.0% |
| E | 10865422 | 7.0% |
| C | 9133088 | 5.8% |
| y | 9133088 | 5.8% |
| b | 9133088 | 5.8% |
| Other values (9) | 39890085 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 156186049 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 15624179 | 10.0% |
| n | 14843670 | 9.5% |
| a | 13630912 | 8.7% |
| e | 12201673 | 7.8% |
| U | 10865422 | 7.0% |
| F | 10865422 | 7.0% |
| E | 10865422 | 7.0% |
| C | 9133088 | 5.8% |
| y | 9133088 | 5.8% |
| b | 9133088 | 5.8% |
| Other values (9) | 39890085 |
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.002442471 |
| Minimum | -1 |
|---|---|
| Maximum | 14 |
| Zeros | 623788 |
| Zeros (%) | 1.9% |
| Negative | 8 |
| Negative (%) | < 0.1% |
| Memory size | 245.7 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 14 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.8897006936 |
|---|---|
| Coefficient of variation (CV) | 0.4443077425 |
| Kurtosis | 4.528491626 |
| Mean | 2.002442471 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.8715270006 |
| Sum | 64479014 |
| Variance | 0.7915673242 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 13759369 | |
| 1 | 8747230 | |
| 3 | 8650787 | |
| 0 | 623788 | 1.9% |
| 4 | 143234 | 0.4% |
| 5 | 100843 | 0.3% |
| 6 | 77251 | 0.2% |
| 7 | 75818 | 0.2% |
| 8 | 10792 | < 0.1% |
| 9 | 8393 | < 0.1% |
| Other values (6) | 2678 | < 0.1% |
| Value | Count | Frequency (%) |
| -1 | 8 | < 0.1% |
| 0 | 623788 | 1.9% |
| 1 | 8747230 | |
| 2 | 13759369 | |
| 3 | 8650787 | |
| 4 | 143234 | 0.4% |
| 5 | 100843 | 0.3% |
| 6 | 77251 | 0.2% |
| 7 | 75818 | 0.2% |
| 8 | 10792 | < 0.1% |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 13 | 8 | < 0.1% |
| 12 | 168 | < 0.1% |
| 11 | 373 | < 0.1% |
| 10 | 2120 | < 0.1% |
| 9 | 8393 | < 0.1% |
| 8 | 10792 | < 0.1% |
| 7 | 75818 | |
| 6 | 77251 | |
| 5 | 100843 |
| Distinct | 30 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.884059355 |
| Minimum | 0 |
|---|---|
| Maximum | 32 |
| Zeros | 10 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 245.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 3 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 32 |
| Range | 32 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.977006983 |
|---|---|
| Coefficient of variation (CV) | 0.7664679428 |
| Kurtosis | 0.3707809682 |
| Mean | 3.884059355 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.035193478 |
| Sum | 125067422 |
| Variance | 8.862570579 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 8851231 | |
| 2 | 5706807 | |
| 3 | 3488108 | 10.8% |
| 4 | 3013535 | 9.4% |
| 5 | 2454296 | 7.6% |
| 6 | 2297720 | 7.1% |
| 7 | 1866976 | 5.8% |
| 8 | 1767178 | 5.5% |
| 9 | 774804 | 2.4% |
| 10 | 725738 | 2.3% |
| Other values (20) | 1253790 | 3.9% |
| Value | Count | Frequency (%) |
| 0 | 10 | < 0.1% |
| 1 | 8851231 | |
| 2 | 5706807 | |
| 3 | 3488108 | 10.8% |
| 4 | 3013535 | 9.4% |
| 5 | 2454296 | 7.6% |
| 6 | 2297720 | 7.1% |
| 7 | 1866976 | 5.8% |
| 8 | 1767178 | 5.5% |
| 9 | 774804 | 2.4% |
| Value | Count | Frequency (%) |
| 32 | 1 | < 0.1% |
| 31 | 5 | |
| 30 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 245.7 MiB |
| UNKNOWN | |
|---|---|
| DEFEAT | |
| VICTORY | |
| CONFLICTING | 142686 |
| DRAW | 3542 |
Length
| Max length | 11 |
|---|---|
| Median length | 7 |
| Mean length | 6.843526138 |
| Min length | 4 |
Characters and Unicode
| Total characters | 220362794 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | UNKNOWN |
|---|---|
| 2nd row | UNKNOWN |
| 3rd row | DEFEAT |
| 4th row | DEFEAT |
| 5th row | DEFEAT |
Common Values
| Value | Count | Frequency (%) |
| UNKNOWN | 22531157 | |
| DEFEAT | 5598605 | 17.4% |
| VICTORY | 3924193 | 12.2% |
| CONFLICTING | 142686 | 0.4% |
| DRAW | 3542 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| unknown | 22531157 | |
| defeat | 5598605 | 17.4% |
| victory | 3924193 | 12.2% |
| conflicting | 142686 | 0.4% |
| draw | 3542 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 67878843 | |
| O | 26598036 | 12.1% |
| W | 22534699 | 10.2% |
| U | 22531157 | 10.2% |
| K | 22531157 | 10.2% |
| E | 11197210 | 5.1% |
| T | 9665484 | 4.4% |
| F | 5741291 | 2.6% |
| A | 5602147 | 2.5% |
| D | 5602147 | 2.5% |
| Other values (7) | 20480623 | 9.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 220362794 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 67878843 | |
| O | 26598036 | 12.1% |
| W | 22534699 | 10.2% |
| U | 22531157 | 10.2% |
| K | 22531157 | 10.2% |
| E | 11197210 | 5.1% |
| T | 9665484 | 4.4% |
| F | 5741291 | 2.6% |
| A | 5602147 | 2.5% |
| D | 5602147 | 2.5% |
| Other values (7) | 20480623 | 9.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 220362794 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 67878843 | |
| O | 26598036 | 12.1% |
| W | 22534699 | 10.2% |
| U | 22531157 | 10.2% |
| K | 22531157 | 10.2% |
| E | 11197210 | 5.1% |
| T | 9665484 | 4.4% |
| F | 5741291 | 2.6% |
| A | 5602147 | 2.5% |
| D | 5602147 | 2.5% |
| Other values (7) | 20480623 | 9.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 220362794 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 67878843 | |
| O | 26598036 | 12.1% |
| W | 22534699 | 10.2% |
| U | 22531157 | 10.2% |
| K | 22531157 | 10.2% |
| E | 11197210 | 5.1% |
| T | 9665484 | 4.4% |
| F | 5741291 | 2.6% |
| A | 5602147 | 2.5% |
| D | 5602147 | 2.5% |
| Other values (7) | 20480623 | 9.3% |
player_is_computer
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 30.7 MiB |
| False | |
|---|---|
| True | 1828 |
| Value | Count | Frequency (%) |
| False | 32198355 | |
| True | 1828 | < 0.1% |
before_rating
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 32875 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 698.0673791 |
| Minimum | -6146 |
|---|---|
| Maximum | 49730 |
| Zeros | 5175780 |
| Zeros (%) | 16.1% |
| Negative | 1438957 |
| Negative (%) | 4.5% |
| Memory size | 245.7 MiB |
Quantile statistics
| Minimum | -6146 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 227.5 |
| median | 741.2 |
| Q3 | 1071.4 |
| 95-th percentile | 1553.8 |
| Maximum | 49730 |
| Range | 55876 |
| Interquartile range (IQR) | 843.9 |
Descriptive statistics
| Standard deviation | 527.747313 |
|---|---|
| Coefficient of variation (CV) | 0.7560119966 |
| Kurtosis | 8.53581572 |
| Mean | 698.0673791 |
| Median Absolute Deviation (MAD) | 391.6 |
| Skewness | 0.2102912825 |
| Sum | 2.247789735 × 1010 |
| Variance | 278517.2264 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5175780 | 16.1% |
| 477.9 | 61239 | 0.2% |
| -53.1 | 50703 | 0.2% |
| -54.6 | 23814 | 0.1% |
| 472.9 | 23226 | 0.1% |
| 343.7 | 21154 | 0.1% |
| 704.1 | 12498 | < 0.1% |
| 337.6 | 12037 | < 0.1% |
| -44.7 | 11436 | < 0.1% |
| 1142.4 | 9729 | < 0.1% |
| Other values (32865) | 26798567 |
| Value | Count | Frequency (%) |
| -6146 | 1 | < 0.1% |
| -1500 | 7 | |
| -1201.8 | 16 | |
| -1161.2 | 1 | < 0.1% |
| -1122.5 | 8 | |
| -1081.6 | 2 | < 0.1% |
| -1072.1 | 1 | < 0.1% |
| -1070.7 | 1 | < 0.1% |
| -1020.4 | 9 | |
| -1018.6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 49730 | 1 | < 0.1% |
| 49700 | 2 | |
| 49682 | 1 | < 0.1% |
| 3056.9 | 3 | |
| 3056.8 | 1 | < 0.1% |
| 3050 | 1 | < 0.1% |
| 3047.5 | 1 | < 0.1% |
| 3046.4 | 2 | |
| 3046.3 | 3 | |
| 3045.7 | 1 | < 0.1% |
after_rating
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 33040 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 18327390 |
| Missing (%) | 56.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 915.8573469 |
| Minimum | -10013.6 |
|---|---|
| Maximum | 49735.8 |
| Zeros | 165 |
| Zeros (%) | < 0.1% |
| Negative | 393198 |
| Negative (%) | 1.2% |
| Memory size | 245.7 MiB |
Quantile statistics
| Minimum | -10013.6 |
|---|---|
| 5-th percentile | 144.9 |
| Q1 | 636.1 |
| median | 920.6 |
| Q3 | 1206 |
| 95-th percentile | 1654.9 |
| Maximum | 49735.8 |
| Range | 59749.4 |
| Interquartile range (IQR) | 569.9 |
Descriptive statistics
| Standard deviation | 448.5193635 |
|---|---|
| Coefficient of variation (CV) | 0.4897262277 |
| Kurtosis | 40.55911793 |
| Mean | 915.8573469 |
| Median Absolute Deviation (MAD) | 284.9 |
| Skewness | 0.3065184828 |
| Sum | 1.270549939 × 1010 |
| Variance | 201169.6195 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 477.9 | 6402 | < 0.1% |
| -53.1 | 5939 | < 0.1% |
| 472.9 | 2897 | < 0.1% |
| 704.1 | 2434 | < 0.1% |
| -54.6 | 2411 | < 0.1% |
| 839.2 | 1815 | < 0.1% |
| 930.9 | 1680 | < 0.1% |
| 699.6 | 1653 | < 0.1% |
| 343.7 | 1613 | < 0.1% |
| 835.9 | 1566 | < 0.1% |
| Other values (33030) | 13844383 | |
| (Missing) | 18327390 |
| Value | Count | Frequency (%) |
| -10013.6 | 1 | |
| -5593.6 | 1 | |
| -1937 | 1 | |
| -1630.9 | 1 | |
| -1582.1 | 1 | |
| -1580.7 | 1 | |
| -1526.5 | 1 | |
| -1410.9 | 1 | |
| -1388.2 | 1 | |
| -1356.5 | 1 |
| Value | Count | Frequency (%) |
| 49735.8 | 1 | |
| 49730 | 1 | |
| 49694.8 | 1 | |
| 49682 | 1 | |
| 3056.9 | 1 | |
| 3056.8 | 1 | |
| 3050 | 1 | |
| 3047.5 | 1 | |
| 3046.4 | 1 | |
| 3046.3 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.